|--- ExitRates <= 0.04
| |--- ProductRelated_Duration <= 315.08
| | |--- Month_May <= 0.50
| | | |--- Month_Mar <= 0.50
| | | | |--- Month_Dec <= 0.50
| | | | | |--- ExitRates <= 0.00
| | | | | | |--- Administrative_Duration <= 66.90
| | | | | | | |--- Browser_4 <= 0.50
| | | | | | | | |--- ProductRelated_Duration <= 11.80
| | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | |--- ProductRelated_Duration > 11.80
| | | | | | | | | |--- Informational <= 0.50
| | | | | | | | | | |--- Month_June <= 0.50
| | | | | | | | | | | |--- truncated branch of depth 11
| | | | | | | | | | |--- Month_June > 0.50
| | | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | |--- Informational > 0.50
| | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | |--- Browser_4 > 0.50
| | | | | | | | |--- ProductRelated <= 8.50
| | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | |--- ProductRelated > 8.50
| | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | |--- Administrative_Duration > 66.90
| | | | | | | |--- weights: [0.75, 0.00] class: 0
| | | | | |--- ExitRates > 0.00
| | | | | | |--- ProductRelated_Duration <= 163.21
| | | | | | | |--- Region_9 <= 0.50
| | | | | | | | |--- Month_Nov <= 0.50
| | | | | | | | | |--- Month_Feb <= 0.50
| | | | | | | | | | |--- Administrative_Duration <= 223.58
| | | | | | | | | | | |--- truncated branch of depth 14
| | | | | | | | | | |--- Administrative_Duration > 223.58
| | | | | | | | | | | |--- weights: [0.90, 0.00] class: 0
| | | | | | | | | |--- Month_Feb > 0.50
| | | | | | | | | | |--- weights: [1.05, 0.00] class: 0
| | | | | | | | |--- Month_Nov > 0.50
| | | | | | | | | |--- ProductRelated_Duration <= 26.60
| | | | | | | | | | |--- Region_4 <= 0.50
| | | | | | | | | | | |--- truncated branch of depth 4
| | | | | | | | | | |--- Region_4 > 0.50
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | | |--- ProductRelated_Duration > 26.60
| | | | | | | | | | |--- ExitRates <= 0.03
| | | | | | | | | | | |--- truncated branch of depth 8
| | | | | | | | | | |--- ExitRates > 0.03
| | | | | | | | | | | |--- weights: [4.95, 0.00] class: 0
| | | | | | | |--- Region_9 > 0.50
| | | | | | | | |--- Informational <= 1.00
| | | | | | | | | |--- weights: [1.95, 0.00] class: 0
| | | | | | | | |--- Informational > 1.00
| | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | |--- ProductRelated_Duration > 163.21
| | | | | | | |--- ExitRates <= 0.04
| | | | | | | | |--- ExitRates <= 0.01
| | | | | | | | | |--- VisitorType_Returning_Visitor <= 0.50
| | | | | | | | | | |--- Region_7 <= 0.50
| | | | | | | | | | | |--- truncated branch of depth 8
| | | | | | | | | | |--- Region_7 > 0.50
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | | |--- VisitorType_Returning_Visitor > 0.50
| | | | | | | | | | |--- ExitRates <= 0.01
| | | | | | | | | | | |--- weights: [2.55, 0.00] class: 0
| | | | | | | | | | |--- ExitRates > 0.01
| | | | | | | | | | | |--- truncated branch of depth 3
| | | | | | | | |--- ExitRates > 0.01
| | | | | | | | | |--- ExitRates <= 0.03
| | | | | | | | | | |--- ExitRates <= 0.02
| | | | | | | | | | | |--- truncated branch of depth 12
| | | | | | | | | | |--- ExitRates > 0.02
| | | | | | | | | | | |--- truncated branch of depth 6
| | | | | | | | | |--- ExitRates > 0.03
| | | | | | | | | | |--- Administrative <= 3.50
| | | | | | | | | | | |--- truncated branch of depth 8
| | | | | | | | | | |--- Administrative > 3.50
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | |--- ExitRates > 0.04
| | | | | | | | |--- ProductRelated_Duration <= 237.38
| | | | | | | | | |--- BounceRates <= 0.03
| | | | | | | | | | |--- weights: [1.35, 0.00] class: 0
| | | | | | | | | |--- BounceRates > 0.03
| | | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | | |--- ProductRelated_Duration > 237.38
| | | | | | | | | |--- BounceRates <= 0.00
| | | | | | | | | | |--- Month_Jul <= 0.50
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | | | |--- Month_Jul > 0.50
| | | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | |--- BounceRates > 0.00
| | | | | | | | | | |--- OperatingSystems_2 <= 0.50
| | | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | | |--- OperatingSystems_2 > 0.50
| | | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | |--- Month_Dec > 0.50
| | | | | |--- OperatingSystems_8 <= 0.50
| | | | | | |--- ProductRelated_Duration <= 205.22
| | | | | | | |--- Region_6 <= 0.50
| | | | | | | | |--- OperatingSystems_3 <= 0.50
| | | | | | | | | |--- weights: [12.30, 0.00] class: 0
| | | | | | | | |--- OperatingSystems_3 > 0.50
| | | | | | | | | |--- weights: [3.00, 0.00] class: 0
| | | | | | | |--- Region_6 > 0.50
| | | | | | | | |--- Browser_4 <= 0.50
| | | | | | | | | |--- weights: [0.60, 0.00] class: 0
| | | | | | | | |--- Browser_4 > 0.50
| | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | |--- ProductRelated_Duration > 205.22
| | | | | | | |--- Administrative_Duration <= 75.50
| | | | | | | | |--- ProductRelated <= 11.50
| | | | | | | | | |--- Region_3 <= 0.50
| | | | | | | | | | |--- BounceRates <= 0.01
| | | | | | | | | | | |--- truncated branch of depth 9
| | | | | | | | | | |--- BounceRates > 0.01
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | | |--- Region_3 > 0.50
| | | | | | | | | | |--- ExitRates <= 0.02
| | | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | | |--- ExitRates > 0.02
| | | | | | | | | | | |--- weights: [0.60, 0.00] class: 0
| | | | | | | | |--- ProductRelated > 11.50
| | | | | | | | | |--- ExitRates <= 0.01
| | | | | | | | | | |--- Administrative <= 2.50
| | | | | | | | | | | |--- weights: [0.30, 0.00] class: 0
| | | | | | | | | | |--- Administrative > 2.50
| | | | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | | | |--- ExitRates > 0.01
| | | | | | | | | | |--- Region_3 <= 0.50
| | | | | | | | | | | |--- weights: [2.70, 0.00] class: 0
| | | | | | | | | | |--- Region_3 > 0.50
| | | | | | | | | | | |--- weights: [0.60, 0.00] class: 0
| | | | | | | |--- Administrative_Duration > 75.50
| | | | | | | | |--- weights: [2.70, 0.00] class: 0
| | | | | |--- OperatingSystems_8 > 0.50
| | | | | | |--- ProductRelated_Duration <= 157.46
| | | | | | | |--- ProductRelated_Duration <= 58.25
| | | | | | | | |--- ProductRelated <= 3.00
| | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | |--- ProductRelated > 3.00
| | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | |--- ProductRelated_Duration > 58.25
| | | | | | | | |--- weights: [1.20, 0.00] class: 0
| | | | | | |--- ProductRelated_Duration > 157.46
| | | | | | | |--- ProductRelated <= 13.00
| | | | | | | | |--- ProductRelated_Duration <= 247.44
| | | | | | | | | |--- Administrative_Duration <= 18.00
| | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | |--- Administrative_Duration > 18.00
| | | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | | |--- ProductRelated_Duration > 247.44
| | | | | | | | | |--- weights: [0.00, 1.70] class: 1
| | | | | | | |--- ProductRelated > 13.00
| | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | |--- Month_Mar > 0.50
| | | | |--- VisitorType_Returning_Visitor <= 0.50
| | | | | |--- ExitRates <= 0.02
| | | | | | |--- Browser_2 <= 0.50
| | | | | | | |--- weights: [0.90, 0.00] class: 0
| | | | | | |--- Browser_2 > 0.50
| | | | | | | |--- weights: [4.35, 0.00] class: 0
| | | | | |--- ExitRates > 0.02
| | | | | | |--- ProductRelated <= 6.50
| | | | | | | |--- weights: [1.20, 0.00] class: 0
| | | | | | |--- ProductRelated > 6.50
| | | | | | | |--- TrafficType <= 6.00
| | | | | | | | |--- Region_6 <= 0.50
| | | | | | | | | |--- ProductRelated <= 8.50
| | | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | | | |--- ProductRelated > 8.50
| | | | | | | | | | |--- weights: [0.00, 2.55] class: 1
| | | | | | | | |--- Region_6 > 0.50
| | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | |--- TrafficType > 6.00
| | | | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | |--- VisitorType_Returning_Visitor > 0.50
| | | | | |--- Administrative <= 3.50
| | | | | | |--- weights: [21.60, 0.00] class: 0
| | | | | |--- Administrative > 3.50
| | | | | | |--- Administrative_Duration <= 21.50
| | | | | | | |--- TrafficType <= 2.50
| | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | |--- TrafficType > 2.50
| | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | |--- Administrative_Duration > 21.50
| | | | | | | |--- Administrative <= 4.50
| | | | | | | | |--- weights: [1.50, 0.00] class: 0
| | | | | | | |--- Administrative > 4.50
| | | | | | | | |--- weights: [2.10, 0.00] class: 0
| | |--- Month_May > 0.50
| | | |--- ProductRelated_Duration <= 239.88
| | | | |--- TrafficType <= 2.50
| | | | | |--- ProductRelated_Duration <= 151.88
| | | | | | |--- ProductRelated_Duration <= 148.00
| | | | | | | |--- VisitorType_Returning_Visitor <= 0.50
| | | | | | | | |--- Administrative_Duration <= 19.50
| | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | | |--- Administrative_Duration > 19.50
| | | | | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | | | |--- VisitorType_Returning_Visitor > 0.50
| | | | | | | | |--- Administrative <= 0.50
| | | | | | | | | |--- weights: [2.40, 0.00] class: 0
| | | | | | | | |--- Administrative > 0.50
| | | | | | | | | |--- weights: [1.65, 0.00] class: 0
| | | | | | |--- ProductRelated_Duration > 148.00
| | | | | | | |--- ExitRates <= 0.02
| | | | | | | | |--- weights: [0.30, 0.00] class: 0
| | | | | | | |--- ExitRates > 0.02
| | | | | | | | |--- weights: [0.00, 1.70] class: 1
| | | | | |--- ProductRelated_Duration > 151.88
| | | | | | |--- weights: [7.95, 0.00] class: 0
| | | | |--- TrafficType > 2.50
| | | | | |--- weights: [20.85, 0.00] class: 0
| | | |--- ProductRelated_Duration > 239.88
| | | | |--- ProductRelated_Duration <= 246.71
| | | | | |--- ExitRates <= 0.03
| | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | |--- ExitRates > 0.03
| | | | | | |--- Administrative_Duration <= 29.00
| | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | |--- Administrative_Duration > 29.00
| | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | |--- ProductRelated_Duration > 246.71
| | | | | |--- Administrative_Duration <= 31.00
| | | | | | |--- weights: [6.45, 0.00] class: 0
| | | | | |--- Administrative_Duration > 31.00
| | | | | | |--- Administrative_Duration <= 78.75
| | | | | | | |--- ProductRelated <= 9.50
| | | | | | | | |--- weights: [0.75, 0.00] class: 0
| | | | | | | |--- ProductRelated > 9.50
| | | | | | | | |--- ExitRates <= 0.01
| | | | | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | | | | |--- ExitRates > 0.01
| | | | | | | | | |--- Informational <= 1.50
| | | | | | | | | | |--- Region_9 <= 0.50
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | | | |--- Region_9 > 0.50
| | | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | |--- Informational > 1.50
| | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | |--- Administrative_Duration > 78.75
| | | | | | | |--- OperatingSystems_3 <= 0.50
| | | | | | | | |--- weights: [2.25, 0.00] class: 0
| | | | | | | |--- OperatingSystems_3 > 0.50
| | | | | | | | |--- weights: [0.45, 0.00] class: 0
| |--- ProductRelated_Duration > 315.08
| | |--- Month_Nov <= 0.50
| | | |--- BounceRates <= 0.00
| | | | |--- VisitorType_Returning_Visitor <= 0.50
| | | | | |--- Administrative <= 0.50
| | | | | | |--- TrafficType <= 5.50
| | | | | | | |--- Region_7 <= 0.50
| | | | | | | | |--- ProductRelated_Duration <= 417.60
| | | | | | | | | |--- Weekend_True <= 0.50
| | | | | | | | | | |--- ProductRelated_Duration <= 412.92
| | | | | | | | | | | |--- truncated branch of depth 4
| | | | | | | | | | |--- ProductRelated_Duration > 412.92
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | | |--- Weekend_True > 0.50
| | | | | | | | | | |--- ProductRelated_Duration <= 320.00
| | | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | | |--- ProductRelated_Duration > 320.00
| | | | | | | | | | | |--- weights: [0.60, 0.00] class: 0
| | | | | | | | |--- ProductRelated_Duration > 417.60
| | | | | | | | | |--- Month_Dec <= 0.50
| | | | | | | | | | |--- Browser_3 <= 0.50
| | | | | | | | | | | |--- truncated branch of depth 12
| | | | | | | | | | |--- Browser_3 > 0.50
| | | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | |--- Month_Dec > 0.50
| | | | | | | | | | |--- Region_6 <= 0.50
| | | | | | | | | | | |--- truncated branch of depth 7
| | | | | | | | | | |--- Region_6 > 0.50
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | |--- Region_7 > 0.50
| | | | | | | | |--- ExitRates <= 0.01
| | | | | | | | | |--- ExitRates <= 0.00
| | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | |--- ExitRates > 0.00
| | | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | | |--- ExitRates > 0.01
| | | | | | | | | |--- weights: [0.60, 0.00] class: 0
| | | | | | |--- TrafficType > 5.50
| | | | | | | |--- ProductRelated_Duration <= 353.53
| | | | | | | | |--- OperatingSystems_3 <= 0.50
| | | | | | | | | |--- weights: [0.00, 1.70] class: 1
| | | | | | | | |--- OperatingSystems_3 > 0.50
| | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | |--- ProductRelated_Duration > 353.53
| | | | | | | | |--- ExitRates <= 0.01
| | | | | | | | | |--- Region_3 <= 0.50
| | | | | | | | | | |--- ExitRates <= 0.01
| | | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | | |--- ExitRates > 0.01
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | | |--- Region_3 > 0.50
| | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | |--- ExitRates > 0.01
| | | | | | | | | |--- weights: [1.95, 0.00] class: 0
| | | | | |--- Administrative > 0.50
| | | | | | |--- ProductRelated_Duration <= 672.77
| | | | | | | |--- Region_3 <= 0.50
| | | | | | | | |--- Region_7 <= 0.50
| | | | | | | | | |--- ProductRelated <= 27.50
| | | | | | | | | | |--- Month_Mar <= 0.50
| | | | | | | | | | | |--- truncated branch of depth 20
| | | | | | | | | | |--- Month_Mar > 0.50
| | | | | | | | | | | |--- truncated branch of depth 4
| | | | | | | | | |--- ProductRelated > 27.50
| | | | | | | | | | |--- weights: [1.50, 0.00] class: 0
| | | | | | | | |--- Region_7 > 0.50
| | | | | | | | | |--- weights: [2.10, 0.00] class: 0
| | | | | | | |--- Region_3 > 0.50
| | | | | | | | |--- weights: [3.60, 0.00] class: 0
| | | | | | |--- ProductRelated_Duration > 672.77
| | | | | | | |--- Administrative <= 8.50
| | | | | | | | |--- Administrative_Duration <= 7.55
| | | | | | | | | |--- weights: [1.20, 0.00] class: 0
| | | | | | | | |--- Administrative_Duration > 7.55
| | | | | | | | | |--- ProductRelated <= 12.50
| | | | | | | | | | |--- ProductRelated_Duration <= 699.05
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | | | |--- ProductRelated_Duration > 699.05
| | | | | | | | | | | |--- weights: [1.95, 0.00] class: 0
| | | | | | | | | |--- ProductRelated > 12.50
| | | | | | | | | | |--- Administrative_Duration <= 808.75
| | | | | | | | | | | |--- truncated branch of depth 15
| | | | | | | | | | |--- Administrative_Duration > 808.75
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | |--- Administrative > 8.50
| | | | | | | | |--- Weekend_True <= 0.50
| | | | | | | | | |--- weights: [1.05, 0.00] class: 0
| | | | | | | | |--- Weekend_True > 0.50
| | | | | | | | | |--- weights: [0.60, 0.00] class: 0
| | | | |--- VisitorType_Returning_Visitor > 0.50
| | | | | |--- SpecialDay_0.8 <= 0.50
| | | | | | |--- ProductRelated <= 7.50
| | | | | | | |--- ProductRelated <= 3.50
| | | | | | | | |--- Administrative <= 2.50
| | | | | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | | | | |--- Administrative > 2.50
| | | | | | | | | |--- Administrative <= 3.50
| | | | | | | | | | |--- Administrative_Duration <= 118.00
| | | | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | | | | |--- Administrative_Duration > 118.00
| | | | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | | | |--- Administrative > 3.50
| | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | |--- ProductRelated > 3.50
| | | | | | | | |--- Region_9 <= 0.50
| | | | | | | | | |--- Month_Dec <= 0.50
| | | | | | | | | | |--- TrafficType <= 1.50
| | | | | | | | | | | |--- weights: [0.75, 0.00] class: 0
| | | | | | | | | | |--- TrafficType > 1.50
| | | | | | | | | | | |--- weights: [5.10, 0.00] class: 0
| | | | | | | | | |--- Month_Dec > 0.50
| | | | | | | | | | |--- OperatingSystems_2 <= 0.50
| | | | | | | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | | | | | | |--- OperatingSystems_2 > 0.50
| | | | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | | |--- Region_9 > 0.50
| | | | | | | | | |--- Month_Mar <= 0.50
| | | | | | | | | | |--- weights: [0.60, 0.00] class: 0
| | | | | | | | | |--- Month_Mar > 0.50
| | | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | |--- ProductRelated > 7.50
| | | | | | | |--- Informational <= 0.50
| | | | | | | | |--- SpecialDay_0.2 <= 0.50
| | | | | | | | | |--- Month_Mar <= 0.50
| | | | | | | | | | |--- SpecialDay_0.4 <= 0.50
| | | | | | | | | | | |--- truncated branch of depth 26
| | | | | | | | | | |--- SpecialDay_0.4 > 0.50
| | | | | | | | | | | |--- weights: [1.35, 0.00] class: 0
| | | | | | | | | |--- Month_Mar > 0.50
| | | | | | | | | | |--- Administrative_Duration <= 53.88
| | | | | | | | | | | |--- truncated branch of depth 16
| | | | | | | | | | |--- Administrative_Duration > 53.88
| | | | | | | | | | | |--- truncated branch of depth 14
| | | | | | | | |--- SpecialDay_0.2 > 0.50
| | | | | | | | | |--- weights: [2.25, 0.00] class: 0
| | | | | | | |--- Informational > 0.50
| | | | | | | | |--- Month_June <= 0.50
| | | | | | | | | |--- ExitRates <= 0.00
| | | | | | | | | | |--- weights: [0.90, 0.00] class: 0
| | | | | | | | | |--- ExitRates > 0.00
| | | | | | | | | | |--- TrafficType <= 4.50
| | | | | | | | | | | |--- truncated branch of depth 21
| | | | | | | | | | |--- TrafficType > 4.50
| | | | | | | | | | | |--- truncated branch of depth 9
| | | | | | | | |--- Month_June > 0.50
| | | | | | | | | |--- Region_3 <= 0.50
| | | | | | | | | | |--- weights: [0.90, 0.00] class: 0
| | | | | | | | | |--- Region_3 > 0.50
| | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | |--- SpecialDay_0.8 > 0.50
| | | | | | |--- Region_3 <= 0.50
| | | | | | | |--- OperatingSystems_2 <= 0.50
| | | | | | | | |--- weights: [1.80, 0.00] class: 0
| | | | | | | |--- OperatingSystems_2 > 0.50
| | | | | | | | |--- weights: [2.55, 0.00] class: 0
| | | | | | |--- Region_3 > 0.50
| | | | | | | |--- OperatingSystems_2 <= 0.50
| | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | |--- OperatingSystems_2 > 0.50
| | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | |--- BounceRates > 0.00
| | | | |--- Administrative <= 0.50
| | | | | |--- ExitRates <= 0.02
| | | | | | |--- ProductRelated_Duration <= 2019.35
| | | | | | | |--- ProductRelated <= 49.50
| | | | | | | | |--- Month_Mar <= 0.50
| | | | | | | | | |--- ProductRelated <= 37.50
| | | | | | | | | | |--- BounceRates <= 0.00
| | | | | | | | | | | |--- weights: [0.75, 0.00] class: 0
| | | | | | | | | | |--- BounceRates > 0.00
| | | | | | | | | | | |--- truncated branch of depth 7
| | | | | | | | | |--- ProductRelated > 37.50
| | | | | | | | | | |--- weights: [1.95, 0.00] class: 0
| | | | | | | | |--- Month_Mar > 0.50
| | | | | | | | | |--- weights: [2.70, 0.00] class: 0
| | | | | | | |--- ProductRelated > 49.50
| | | | | | | | |--- ProductRelated <= 77.00
| | | | | | | | | |--- Informational_Duration <= 129.75
| | | | | | | | | | |--- BounceRates <= 0.01
| | | | | | | | | | | |--- truncated branch of depth 4
| | | | | | | | | | |--- BounceRates > 0.01
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | | |--- Informational_Duration > 129.75
| | | | | | | | | | |--- ProductRelated <= 57.00
| | | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | | |--- ProductRelated > 57.00
| | | | | | | | | | | |--- weights: [0.30, 0.00] class: 0
| | | | | | | | |--- ProductRelated > 77.00
| | | | | | | | | |--- Month_Jul <= 0.50
| | | | | | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | | | | | |--- Month_Jul > 0.50
| | | | | | | | | | |--- weights: [0.30, 0.00] class: 0
| | | | | | |--- ProductRelated_Duration > 2019.35
| | | | | | | |--- ProductRelated_Duration <= 5270.50
| | | | | | | | |--- ProductRelated <= 30.00
| | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | |--- ProductRelated > 30.00
| | | | | | | | | |--- weights: [3.45, 0.00] class: 0
| | | | | | | |--- ProductRelated_Duration > 5270.50
| | | | | | | | |--- OperatingSystems_2 <= 0.50
| | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | |--- OperatingSystems_2 > 0.50
| | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | |--- ExitRates > 0.02
| | | | | | |--- VisitorType_Returning_Visitor <= 0.50
| | | | | | | |--- ProductRelated_Duration <= 417.52
| | | | | | | | |--- weights: [0.30, 0.00] class: 0
| | | | | | | |--- ProductRelated_Duration > 417.52
| | | | | | | | |--- ProductRelated_Duration <= 1242.98
| | | | | | | | | |--- Region_7 <= 0.50
| | | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | | | |--- Region_7 > 0.50
| | | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | | |--- ProductRelated_Duration > 1242.98
| | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | |--- VisitorType_Returning_Visitor > 0.50
| | | | | | | |--- Informational_Duration <= 800.40
| | | | | | | | |--- Region_3 <= 0.50
| | | | | | | | | |--- ProductRelated_Duration <= 321.92
| | | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | | | |--- ProductRelated_Duration > 321.92
| | | | | | | | | | |--- ProductRelated_Duration <= 884.89
| | | | | | | | | | | |--- truncated branch of depth 3
| | | | | | | | | | |--- ProductRelated_Duration > 884.89
| | | | | | | | | | | |--- truncated branch of depth 8
| | | | | | | | |--- Region_3 > 0.50
| | | | | | | | | |--- weights: [12.15, 0.00] class: 0
| | | | | | | |--- Informational_Duration > 800.40
| | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | |--- Administrative > 0.50
| | | | | |--- Informational_Duration <= 160.75
| | | | | | |--- Administrative_Duration <= 2.50
| | | | | | | |--- ProductRelated_Duration <= 585.97
| | | | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | | | |--- ProductRelated_Duration > 585.97
| | | | | | | | |--- BounceRates <= 0.00
| | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | |--- BounceRates > 0.00
| | | | | | | | | |--- Region_7 <= 0.50
| | | | | | | | | | |--- Informational <= 0.50
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | | | |--- Informational > 0.50
| | | | | | | | | | | |--- weights: [0.00, 5.10] class: 1
| | | | | | | | | |--- Region_7 > 0.50
| | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | |--- Administrative_Duration > 2.50
| | | | | | | |--- ProductRelated <= 32.50
| | | | | | | | |--- ProductRelated_Duration <= 402.78
| | | | | | | | | |--- Administrative_Duration <= 412.73
| | | | | | | | | | |--- Administrative <= 1.50
| | | | | | | | | | | |--- weights: [0.75, 0.00] class: 0
| | | | | | | | | | |--- Administrative > 1.50
| | | | | | | | | | | |--- weights: [4.65, 0.00] class: 0
| | | | | | | | | |--- Administrative_Duration > 412.73
| | | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | | |--- ProductRelated_Duration > 402.78
| | | | | | | | | |--- BounceRates <= 0.03
| | | | | | | | | | |--- ExitRates <= 0.04
| | | | | | | | | | | |--- truncated branch of depth 27
| | | | | | | | | | |--- ExitRates > 0.04
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | | |--- BounceRates > 0.03
| | | | | | | | | | |--- OperatingSystems_2 <= 0.50
| | | | | | | | | | | |--- weights: [2.55, 0.00] class: 0
| | | | | | | | | | |--- OperatingSystems_2 > 0.50
| | | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | |--- ProductRelated > 32.50
| | | | | | | | |--- TrafficType <= 1.50
| | | | | | | | | |--- ProductRelated_Duration <= 2517.32
| | | | | | | | | | |--- Month_Mar <= 0.50
| | | | | | | | | | | |--- weights: [9.75, 0.00] class: 0
| | | | | | | | | | |--- Month_Mar > 0.50
| | | | | | | | | | | |--- truncated branch of depth 3
| | | | | | | | | |--- ProductRelated_Duration > 2517.32
| | | | | | | | | | |--- ExitRates <= 0.02
| | | | | | | | | | | |--- truncated branch of depth 10
| | | | | | | | | | |--- ExitRates > 0.02
| | | | | | | | | | | |--- weights: [4.05, 0.00] class: 0
| | | | | | | | |--- TrafficType > 1.50
| | | | | | | | | |--- Administrative_Duration <= 11.46
| | | | | | | | | | |--- weights: [4.20, 0.00] class: 0
| | | | | | | | | |--- Administrative_Duration > 11.46
| | | | | | | | | | |--- ProductRelated_Duration <= 6160.02
| | | | | | | | | | | |--- truncated branch of depth 22
| | | | | | | | | | |--- ProductRelated_Duration > 6160.02
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | |--- Informational_Duration > 160.75
| | | | | | |--- ExitRates <= 0.03
| | | | | | | |--- Informational_Duration <= 235.58
| | | | | | | | |--- Weekend_True <= 0.50
| | | | | | | | | |--- BounceRates <= 0.00
| | | | | | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | | | | | |--- BounceRates > 0.00
| | | | | | | | | | |--- ProductRelated_Duration <= 452.50
| | | | | | | | | | | |--- weights: [0.30, 0.00] class: 0
| | | | | | | | | | |--- ProductRelated_Duration > 452.50
| | | | | | | | | | | |--- truncated branch of depth 6
| | | | | | | | |--- Weekend_True > 0.50
| | | | | | | | | |--- weights: [1.05, 0.00] class: 0
| | | | | | | |--- Informational_Duration > 235.58
| | | | | | | | |--- Informational <= 1.50
| | | | | | | | | |--- weights: [1.95, 0.00] class: 0
| | | | | | | | |--- Informational > 1.50
| | | | | | | | | |--- ProductRelated_Duration <= 9319.72
| | | | | | | | | | |--- Administrative_Duration <= 358.02
| | | | | | | | | | | |--- truncated branch of depth 11
| | | | | | | | | | |--- Administrative_Duration > 358.02
| | | | | | | | | | | |--- truncated branch of depth 9
| | | | | | | | | |--- ProductRelated_Duration > 9319.72
| | | | | | | | | | |--- weights: [1.35, 0.00] class: 0
| | | | | | |--- ExitRates > 0.03
| | | | | | | |--- weights: [1.65, 0.00] class: 0
| | |--- Month_Nov > 0.50
| | | |--- ExitRates <= 0.02
| | | | |--- Administrative <= 6.50
| | | | | |--- OperatingSystems_3 <= 0.50
| | | | | | |--- ProductRelated_Duration <= 1122.97
| | | | | | | |--- ProductRelated <= 26.50
| | | | | | | | |--- Administrative <= 5.50
| | | | | | | | | |--- Region_8 <= 0.50
| | | | | | | | | | |--- OperatingSystems_2 <= 0.50
| | | | | | | | | | | |--- truncated branch of depth 10
| | | | | | | | | | |--- OperatingSystems_2 > 0.50
| | | | | | | | | | | |--- truncated branch of depth 11
| | | | | | | | | |--- Region_8 > 0.50
| | | | | | | | | | |--- weights: [0.30, 0.00] class: 0
| | | | | | | | |--- Administrative > 5.50
| | | | | | | | | |--- weights: [0.90, 0.00] class: 0
| | | | | | | |--- ProductRelated > 26.50
| | | | | | | | |--- Region_6 <= 0.50
| | | | | | | | | |--- ExitRates <= 0.02
| | | | | | | | | | |--- ProductRelated <= 52.50
| | | | | | | | | | | |--- truncated branch of depth 14
| | | | | | | | | | |--- ProductRelated > 52.50
| | | | | | | | | | | |--- weights: [0.75, 0.00] class: 0
| | | | | | | | | |--- ExitRates > 0.02
| | | | | | | | | | |--- weights: [0.75, 0.00] class: 0
| | | | | | | | |--- Region_6 > 0.50
| | | | | | | | | |--- weights: [1.20, 0.00] class: 0
| | | | | | |--- ProductRelated_Duration > 1122.97
| | | | | | | |--- Administrative <= 0.50
| | | | | | | | |--- ProductRelated <= 23.00
| | | | | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | | | | |--- ProductRelated > 23.00
| | | | | | | | | |--- ExitRates <= 0.01
| | | | | | | | | | |--- BounceRates <= 0.00
| | | | | | | | | | | |--- truncated branch of depth 6
| | | | | | | | | | |--- BounceRates > 0.00
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | | |--- ExitRates > 0.01
| | | | | | | | | | |--- Browser_4 <= 0.50
| | | | | | | | | | | |--- truncated branch of depth 15
| | | | | | | | | | |--- Browser_4 > 0.50
| | | | | | | | | | | |--- weights: [0.75, 0.00] class: 0
| | | | | | | |--- Administrative > 0.50
| | | | | | | | |--- TrafficType <= 12.00
| | | | | | | | | |--- Informational_Duration <= 1105.38
| | | | | | | | | | |--- ProductRelated <= 19.00
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | | | |--- ProductRelated > 19.00
| | | | | | | | | | | |--- truncated branch of depth 17
| | | | | | | | | |--- Informational_Duration > 1105.38
| | | | | | | | | | |--- Browser_2 <= 0.50
| | | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | | |--- Browser_2 > 0.50
| | | | | | | | | | | |--- weights: [0.30, 0.00] class: 0
| | | | | | | | |--- TrafficType > 12.00
| | | | | | | | | |--- Administrative_Duration <= 33.20
| | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | |--- Administrative_Duration > 33.20
| | | | | | | | | | |--- weights: [0.30, 0.00] class: 0
| | | | | |--- OperatingSystems_3 > 0.50
| | | | | | |--- ProductRelated <= 16.50
| | | | | | | |--- weights: [2.85, 0.00] class: 0
| | | | | | |--- ProductRelated > 16.50
| | | | | | | |--- BounceRates <= 0.01
| | | | | | | | |--- ProductRelated <= 118.00
| | | | | | | | | |--- Browser_3 <= 0.50
| | | | | | | | | | |--- TrafficType <= 12.00
| | | | | | | | | | | |--- truncated branch of depth 10
| | | | | | | | | | |--- TrafficType > 12.00
| | | | | | | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | | | | | |--- Browser_3 > 0.50
| | | | | | | | | | |--- weights: [0.60, 0.00] class: 0
| | | | | | | | |--- ProductRelated > 118.00
| | | | | | | | | |--- weights: [0.90, 0.00] class: 0
| | | | | | | |--- BounceRates > 0.01
| | | | | | | | |--- weights: [2.25, 0.00] class: 0
| | | | |--- Administrative > 6.50
| | | | | |--- ExitRates <= 0.00
| | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | |--- ExitRates > 0.00
| | | | | | |--- ExitRates <= 0.01
| | | | | | | |--- Administrative <= 7.50
| | | | | | | | |--- weights: [0.75, 0.00] class: 0
| | | | | | | |--- Administrative > 7.50
| | | | | | | | |--- ProductRelated_Duration <= 832.45
| | | | | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | | | | |--- ProductRelated_Duration > 832.45
| | | | | | | | | |--- ProductRelated <= 61.50
| | | | | | | | | | |--- Browser_6 <= 0.50
| | | | | | | | | | | |--- truncated branch of depth 3
| | | | | | | | | | |--- Browser_6 > 0.50
| | | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | |--- ProductRelated > 61.50
| | | | | | | | | | |--- ExitRates <= 0.00
| | | | | | | | | | | |--- weights: [0.60, 0.00] class: 0
| | | | | | | | | | |--- ExitRates > 0.00
| | | | | | | | | | | |--- truncated branch of depth 7
| | | | | | |--- ExitRates > 0.01
| | | | | | | |--- Region_8 <= 0.50
| | | | | | | | |--- Region_5 <= 0.50
| | | | | | | | | |--- TrafficType <= 16.50
| | | | | | | | | | |--- ExitRates <= 0.01
| | | | | | | | | | | |--- truncated branch of depth 11
| | | | | | | | | | |--- ExitRates > 0.01
| | | | | | | | | | | |--- truncated branch of depth 10
| | | | | | | | | |--- TrafficType > 16.50
| | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | |--- Region_5 > 0.50
| | | | | | | | | |--- Administrative_Duration <= 481.69
| | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | |--- Administrative_Duration > 481.69
| | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | |--- Region_8 > 0.50
| | | | | | | | |--- ProductRelated <= 51.00
| | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | |--- ProductRelated > 51.00
| | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | |--- ExitRates > 0.02
| | | | |--- ProductRelated_Duration <= 4201.59
| | | | | |--- ProductRelated_Duration <= 3877.48
| | | | | | |--- ProductRelated <= 20.50
| | | | | | | |--- ProductRelated_Duration <= 2060.62
| | | | | | | | |--- Weekend_True <= 0.50
| | | | | | | | | |--- ExitRates <= 0.02
| | | | | | | | | | |--- ProductRelated <= 11.00
| | | | | | | | | | | |--- truncated branch of depth 7
| | | | | | | | | | |--- ProductRelated > 11.00
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | | |--- ExitRates > 0.02
| | | | | | | | | | |--- ExitRates <= 0.03
| | | | | | | | | | | |--- weights: [6.75, 0.00] class: 0
| | | | | | | | | | |--- ExitRates > 0.03
| | | | | | | | | | | |--- truncated branch of depth 7
| | | | | | | | |--- Weekend_True > 0.50
| | | | | | | | | |--- BounceRates <= 0.00
| | | | | | | | | | |--- ExitRates <= 0.02
| | | | | | | | | | | |--- weights: [0.60, 0.00] class: 0
| | | | | | | | | | |--- ExitRates > 0.02
| | | | | | | | | | | |--- truncated branch of depth 5
| | | | | | | | | |--- BounceRates > 0.00
| | | | | | | | | | |--- Informational <= 1.00
| | | | | | | | | | | |--- weights: [2.10, 0.00] class: 0
| | | | | | | | | | |--- Informational > 1.00
| | | | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | |--- ProductRelated_Duration > 2060.62
| | | | | | | | |--- ProductRelated <= 16.50
| | | | | | | | | |--- Administrative <= 3.00
| | | | | | | | | | |--- weights: [0.00, 2.55] class: 1
| | | | | | | | | |--- Administrative > 3.00
| | | | | | | | | | |--- BounceRates <= 0.01
| | | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | | |--- BounceRates > 0.01
| | | | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | | |--- ProductRelated > 16.50
| | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | |--- ProductRelated > 20.50
| | | | | | | |--- Region_8 <= 0.50
| | | | | | | | |--- Administrative_Duration <= 7.56
| | | | | | | | | |--- BounceRates <= 0.02
| | | | | | | | | | |--- Browser_4 <= 0.50
| | | | | | | | | | | |--- truncated branch of depth 15
| | | | | | | | | | |--- Browser_4 > 0.50
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | | |--- BounceRates > 0.02
| | | | | | | | | | |--- Region_3 <= 0.50
| | | | | | | | | | | |--- truncated branch of depth 3
| | | | | | | | | | |--- Region_3 > 0.50
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | |--- Administrative_Duration > 7.56
| | | | | | | | | |--- Region_9 <= 0.50
| | | | | | | | | | |--- Administrative_Duration <= 576.81
| | | | | | | | | | | |--- truncated branch of depth 21
| | | | | | | | | | |--- Administrative_Duration > 576.81
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | | |--- Region_9 > 0.50
| | | | | | | | | | |--- Informational <= 0.50
| | | | | | | | | | | |--- weights: [0.60, 0.00] class: 0
| | | | | | | | | | |--- Informational > 0.50
| | | | | | | | | | | |--- weights: [0.75, 0.00] class: 0
| | | | | | | |--- Region_8 > 0.50
| | | | | | | | |--- BounceRates <= 0.00
| | | | | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | | | | |--- BounceRates > 0.00
| | | | | | | | | |--- weights: [0.90, 0.00] class: 0
| | | | | |--- ProductRelated_Duration > 3877.48
| | | | | | |--- ExitRates <= 0.02
| | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | |--- ExitRates > 0.02
| | | | | | | |--- weights: [1.95, 0.00] class: 0
| | | | |--- ProductRelated_Duration > 4201.59
| | | | | |--- ExitRates <= 0.02
| | | | | | |--- weights: [0.90, 0.00] class: 0
| | | | | |--- ExitRates > 0.02
| | | | | | |--- TrafficType <= 10.50
| | | | | | | |--- BounceRates <= 0.00
| | | | | | | | |--- Informational <= 1.50
| | | | | | | | | |--- BounceRates <= 0.00
| | | | | | | | | | |--- ProductRelated_Duration <= 6323.68
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | | | |--- ProductRelated_Duration > 6323.68
| | | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | |--- BounceRates > 0.00
| | | | | | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | | | | |--- Informational > 1.50
| | | | | | | | | |--- BounceRates <= 0.00
| | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | |--- BounceRates > 0.00
| | | | | | | | | | |--- weights: [0.90, 0.00] class: 0
| | | | | | | |--- BounceRates > 0.00
| | | | | | | | |--- Region_6 <= 0.50
| | | | | | | | | |--- BounceRates <= 0.02
| | | | | | | | | | |--- Browser_5 <= 0.50
| | | | | | | | | | | |--- truncated branch of depth 15
| | | | | | | | | | |--- Browser_5 > 0.50
| | | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | |--- BounceRates > 0.02
| | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | |--- Region_6 > 0.50
| | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | |--- TrafficType > 10.50
| | | | | | | |--- weights: [0.75, 0.00] class: 0
|--- ExitRates > 0.04
| |--- Administrative <= 0.50
| | |--- Month_Oct <= 0.50
| | | |--- ExitRates <= 0.08
| | | | |--- Informational_Duration <= 24.50
| | | | | |--- Month_Nov <= 0.50
| | | | | | |--- ExitRates <= 0.08
| | | | | | | |--- VisitorType_Returning_Visitor <= 0.50
| | | | | | | | |--- BounceRates <= 0.02
| | | | | | | | | |--- Region_8 <= 0.50
| | | | | | | | | | |--- Month_Sep <= 0.50
| | | | | | | | | | | |--- weights: [3.60, 0.00] class: 0
| | | | | | | | | | |--- Month_Sep > 0.50
| | | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | |--- Region_8 > 0.50
| | | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | | |--- BounceRates > 0.02
| | | | | | | | | |--- ProductRelated_Duration <= 153.98
| | | | | | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | | | | | |--- ProductRelated_Duration > 153.98
| | | | | | | | | | |--- TrafficType <= 11.00
| | | | | | | | | | | |--- weights: [0.00, 1.70] class: 1
| | | | | | | | | | |--- TrafficType > 11.00
| | | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | |--- VisitorType_Returning_Visitor > 0.50
| | | | | | | | |--- Region_4 <= 0.50
| | | | | | | | | |--- Browser_10 <= 0.50
| | | | | | | | | | |--- ProductRelated <= 15.50
| | | | | | | | | | | |--- truncated branch of depth 5
| | | | | | | | | | |--- ProductRelated > 15.50
| | | | | | | | | | | |--- truncated branch of depth 7
| | | | | | | | | |--- Browser_10 > 0.50
| | | | | | | | | | |--- ProductRelated <= 3.50
| | | | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | | | | |--- ProductRelated > 3.50
| | | | | | | | | | | |--- weights: [1.05, 0.00] class: 0
| | | | | | | | |--- Region_4 > 0.50
| | | | | | | | | |--- TrafficType <= 1.50
| | | | | | | | | | |--- OperatingSystems_2 <= 0.50
| | | | | | | | | | | |--- truncated branch of depth 3
| | | | | | | | | | |--- OperatingSystems_2 > 0.50
| | | | | | | | | | | |--- weights: [1.20, 0.00] class: 0
| | | | | | | | | |--- TrafficType > 1.50
| | | | | | | | | | |--- weights: [7.20, 0.00] class: 0
| | | | | | |--- ExitRates > 0.08
| | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | |--- Month_Nov > 0.50
| | | | | | |--- OperatingSystems_3 <= 0.50
| | | | | | | |--- Weekend_True <= 0.50
| | | | | | | | |--- ExitRates <= 0.05
| | | | | | | | | |--- weights: [8.40, 0.00] class: 0
| | | | | | | | |--- ExitRates > 0.05
| | | | | | | | | |--- BounceRates <= 0.01
| | | | | | | | | | |--- ProductRelated_Duration <= 74.00
| | | | | | | | | | | |--- weights: [1.65, 0.00] class: 0
| | | | | | | | | | |--- ProductRelated_Duration > 74.00
| | | | | | | | | | | |--- truncated branch of depth 9
| | | | | | | | | |--- BounceRates > 0.01
| | | | | | | | | | |--- ProductRelated <= 7.50
| | | | | | | | | | | |--- truncated branch of depth 5
| | | | | | | | | | |--- ProductRelated > 7.50
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | |--- Weekend_True > 0.50
| | | | | | | | |--- BounceRates <= 0.02
| | | | | | | | | |--- ProductRelated_Duration <= 34.00
| | | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | | | |--- ProductRelated_Duration > 34.00
| | | | | | | | | | |--- weights: [2.55, 0.00] class: 0
| | | | | | | | |--- BounceRates > 0.02
| | | | | | | | | |--- ExitRates <= 0.06
| | | | | | | | | | |--- ProductRelated <= 22.00
| | | | | | | | | | | |--- weights: [0.00, 3.40] class: 1
| | | | | | | | | | |--- ProductRelated > 22.00
| | | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | |--- ExitRates > 0.06
| | | | | | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | | |--- OperatingSystems_3 > 0.50
| | | | | | | |--- weights: [4.80, 0.00] class: 0
| | | | |--- Informational_Duration > 24.50
| | | | | |--- ProductRelated_Duration <= 1114.13
| | | | | | |--- Informational <= 4.00
| | | | | | | |--- weights: [1.95, 0.00] class: 0
| | | | | | |--- Informational > 4.00
| | | | | | | |--- ExitRates <= 0.05
| | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | |--- ExitRates > 0.05
| | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | |--- ProductRelated_Duration > 1114.13
| | | | | | |--- ProductRelated <= 105.50
| | | | | | | |--- Month_Dec <= 0.50
| | | | | | | | |--- Month_Sep <= 0.50
| | | | | | | | | |--- Region_4 <= 0.50
| | | | | | | | | | |--- weights: [0.00, 3.40] class: 1
| | | | | | | | | |--- Region_4 > 0.50
| | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | |--- Month_Sep > 0.50
| | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | |--- Month_Dec > 0.50
| | | | | | | | |--- weights: [0.30, 0.00] class: 0
| | | | | | |--- ProductRelated > 105.50
| | | | | | | |--- Informational <= 3.00
| | | | | | | | |--- weights: [0.30, 0.00] class: 0
| | | | | | | |--- Informational > 3.00
| | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | |--- ExitRates > 0.08
| | | | |--- Browser_12 <= 0.50
| | | | | |--- ExitRates <= 0.09
| | | | | | |--- ExitRates <= 0.09
| | | | | | | |--- ProductRelated <= 3.50
| | | | | | | | |--- TrafficType <= 2.50
| | | | | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | | | | |--- TrafficType > 2.50
| | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | |--- ProductRelated > 3.50
| | | | | | | | |--- weights: [19.50, 0.00] class: 0
| | | | | | |--- ExitRates > 0.09
| | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | |--- ExitRates > 0.09
| | | | | | |--- BounceRates <= 0.00
| | | | | | | |--- ProductRelated <= 3.50
| | | | | | | | |--- weights: [24.00, 0.00] class: 0
| | | | | | | |--- ProductRelated > 3.50
| | | | | | | | |--- Month_Nov <= 0.50
| | | | | | | | | |--- weights: [1.05, 0.00] class: 0
| | | | | | | | |--- Month_Nov > 0.50
| | | | | | | | | |--- TrafficType <= 1.50
| | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | |--- TrafficType > 1.50
| | | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | |--- BounceRates > 0.00
| | | | | | | |--- SpecialDay_0.2 <= 0.50
| | | | | | | | |--- weights: [108.15, 0.00] class: 0
| | | | | | | |--- SpecialDay_0.2 > 0.50
| | | | | | | | |--- weights: [2.55, 0.00] class: 0
| | | | |--- Browser_12 > 0.50
| | | | | |--- ProductRelated <= 7.00
| | | | | | |--- weights: [0.30, 0.00] class: 0
| | | | | |--- ProductRelated > 7.00
| | | | | | |--- weights: [0.00, 0.85] class: 1
| | |--- Month_Oct > 0.50
| | | |--- BounceRates <= 0.01
| | | | |--- Browser_4 <= 0.50
| | | | | |--- ProductRelated_Duration <= 23.30
| | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | |--- ProductRelated_Duration > 23.30
| | | | | | |--- ProductRelated_Duration <= 426.13
| | | | | | | |--- ProductRelated <= 5.00
| | | | | | | | |--- weights: [0.00, 3.40] class: 1
| | | | | | | |--- ProductRelated > 5.00
| | | | | | | | |--- OperatingSystems_2 <= 0.50
| | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | |--- OperatingSystems_2 > 0.50
| | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | |--- ProductRelated_Duration > 426.13
| | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | |--- Browser_4 > 0.50
| | | | | |--- ExitRates <= 0.08
| | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | |--- ExitRates > 0.08
| | | | | | |--- weights: [0.15, 0.00] class: 0
| | | |--- BounceRates > 0.01
| | | | |--- BounceRates <= 0.06
| | | | | |--- Region_6 <= 0.50
| | | | | | |--- weights: [2.70, 0.00] class: 0
| | | | | |--- Region_6 > 0.50
| | | | | | |--- weights: [0.30, 0.00] class: 0
| | | | |--- BounceRates > 0.06
| | | | | |--- Browser_2 <= 0.50
| | | | | | |--- Region_8 <= 0.50
| | | | | | | |--- VisitorType_Returning_Visitor <= 0.50
| | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | |--- VisitorType_Returning_Visitor > 0.50
| | | | | | | | |--- ProductRelated_Duration <= 7.10
| | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | | | |--- ProductRelated_Duration > 7.10
| | | | | | | | | |--- Region_4 <= 0.50
| | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | |--- Region_4 > 0.50
| | | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | |--- Region_8 > 0.50
| | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | |--- Browser_2 > 0.50
| | | | | | |--- weights: [1.05, 0.00] class: 0
| |--- Administrative > 0.50
| | |--- Month_May <= 0.50
| | | |--- Informational <= 2.50
| | | | |--- TrafficType <= 17.50
| | | | | |--- BounceRates <= 0.01
| | | | | | |--- TrafficType <= 5.50
| | | | | | | |--- BounceRates <= 0.01
| | | | | | | | |--- Administrative_Duration <= 109.68
| | | | | | | | | |--- Administrative_Duration <= 38.04
| | | | | | | | | | |--- Weekend_True <= 0.50
| | | | | | | | | | | |--- truncated branch of depth 3
| | | | | | | | | | |--- Weekend_True > 0.50
| | | | | | | | | | | |--- truncated branch of depth 5
| | | | | | | | | |--- Administrative_Duration > 38.04
| | | | | | | | | | |--- VisitorType_Returning_Visitor <= 0.50
| | | | | | | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | | | | | | |--- VisitorType_Returning_Visitor > 0.50
| | | | | | | | | | | |--- truncated branch of depth 7
| | | | | | | | |--- Administrative_Duration > 109.68
| | | | | | | | | |--- weights: [2.25, 0.00] class: 0
| | | | | | | |--- BounceRates > 0.01
| | | | | | | | |--- Administrative <= 1.50
| | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | |--- Administrative > 1.50
| | | | | | | | | |--- Browser_3 <= 0.50
| | | | | | | | | | |--- ProductRelated_Duration <= 2587.58
| | | | | | | | | | | |--- weights: [0.00, 5.10] class: 1
| | | | | | | | | | |--- ProductRelated_Duration > 2587.58
| | | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | | |--- Browser_3 > 0.50
| | | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | |--- TrafficType > 5.50
| | | | | | | |--- weights: [2.85, 0.00] class: 0
| | | | | |--- BounceRates > 0.01
| | | | | | |--- BounceRates <= 0.04
| | | | | | | |--- Browser_8 <= 0.50
| | | | | | | | |--- Month_Jul <= 0.50
| | | | | | | | | |--- Region_2 <= 0.50
| | | | | | | | | | |--- ExitRates <= 0.07
| | | | | | | | | | | |--- weights: [16.80, 0.00] class: 0
| | | | | | | | | | |--- ExitRates > 0.07
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | | |--- Region_2 > 0.50
| | | | | | | | | | |--- ExitRates <= 0.05
| | | | | | | | | | | |--- weights: [1.65, 0.00] class: 0
| | | | | | | | | | |--- ExitRates > 0.05
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | |--- Month_Jul > 0.50
| | | | | | | | | |--- Browser_2 <= 0.50
| | | | | | | | | | |--- weights: [0.90, 0.00] class: 0
| | | | | | | | | |--- Browser_2 > 0.50
| | | | | | | | | | |--- Administrative <= 1.50
| | | | | | | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | | | | | | |--- Administrative > 1.50
| | | | | | | | | | | |--- truncated branch of depth 3
| | | | | | | |--- Browser_8 > 0.50
| | | | | | | | |--- Administrative_Duration <= 134.10
| | | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | | |--- Administrative_Duration > 134.10
| | | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | |--- BounceRates > 0.04
| | | | | | | |--- Month_Oct <= 0.50
| | | | | | | | |--- Administrative <= 4.50
| | | | | | | | | |--- ExitRates <= 0.07
| | | | | | | | | | |--- ExitRates <= 0.07
| | | | | | | | | | | |--- truncated branch of depth 8
| | | | | | | | | | |--- ExitRates > 0.07
| | | | | | | | | | | |--- weights: [0.00, 3.40] class: 1
| | | | | | | | | |--- ExitRates > 0.07
| | | | | | | | | | |--- BounceRates <= 0.11
| | | | | | | | | | | |--- truncated branch of depth 6
| | | | | | | | | | |--- BounceRates > 0.11
| | | | | | | | | | | |--- truncated branch of depth 2
| | | | | | | | |--- Administrative > 4.50
| | | | | | | | | |--- weights: [1.50, 0.00] class: 0
| | | | | | | |--- Month_Oct > 0.50
| | | | | | | | |--- weights: [2.10, 0.00] class: 0
| | | | |--- TrafficType > 17.50
| | | | | |--- Administrative_Duration <= 47.98
| | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | |--- Administrative_Duration > 47.98
| | | | | | |--- weights: [0.00, 2.55] class: 1
| | | |--- Informational > 2.50
| | | | |--- Administrative <= 1.50
| | | | | |--- weights: [0.75, 0.00] class: 0
| | | | |--- Administrative > 1.50
| | | | | |--- weights: [3.30, 0.00] class: 0
| | |--- Month_May > 0.50
| | | |--- Informational <= 2.50
| | | | |--- Administrative_Duration <= 1.00
| | | | | |--- BounceRates <= 0.04
| | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | |--- BounceRates > 0.04
| | | | | | |--- weights: [1.80, 0.00] class: 0
| | | | |--- Administrative_Duration > 1.00
| | | | | |--- BounceRates <= 0.01
| | | | | | |--- BounceRates <= 0.01
| | | | | | | |--- weights: [2.70, 0.00] class: 0
| | | | | | |--- BounceRates > 0.01
| | | | | | | |--- Informational <= 0.50
| | | | | | | | |--- weights: [0.15, 0.00] class: 0
| | | | | | | |--- Informational > 0.50
| | | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | |--- BounceRates > 0.01
| | | | | | |--- weights: [16.20, 0.00] class: 0
| | | |--- Informational > 2.50
| | | | |--- Informational_Duration <= 81.75
| | | | | |--- ProductRelated <= 22.50
| | | | | | |--- weights: [0.45, 0.00] class: 0
| | | | | |--- ProductRelated > 22.50
| | | | | | |--- Administrative_Duration <= 70.67
| | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | | | |--- Administrative_Duration > 70.67
| | | | | | | |--- weights: [0.00, 0.85] class: 1
| | | | |--- Informational_Duration > 81.75
| | | | | |--- weights: [1.65, 0.00] class: 0